Publications

Publication date: June 22, 2023

Scaling up GANs for Text-to-Image Synthesis

Computer Vision and Pattern Recognition (CVPR'23)

Minguk Kang, Jun-Yan Zhu, Richard Zhang, Jaesik Park, Eli Shechtman, Sylvain Paris, Taesung Park
Highlight
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 22, 2023

Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations

CVPR 2023

Ziyan Yang, Kushal Kafle, Franck Dernoncourt, Vicente Ordonez
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 22, 2023

Multi-Concept Customization of Text-to-Image Diffusion

Computer Vision and Pattern Recognition (CVPR'23)

Nupur Kumari, Bingliang Zhang, Richard Zhang, Eli Shechtman, Jun-Yan Zhu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 21, 2023

EKILA: Synthetic Media Provenance and Attribution for Generative Art

CVPR Workshop on Media Forensics (CVPRW)

Kar Balan, Shruti Agarwal, Simon Jenni, Andy Parsons, Andrew Gilbert, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: June 21, 2023

Semi-supervised Parametric Real-world Image Harmonization

Computer Vision and Pattern Recognition (CVPR'23)

Ke Wang, Michaël Gharbi, He Zhang, Zhihao Xia, Eli Shechtman, Shechtman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 21, 2023

Domain Expansion of Image Generators

Computer Vision and Pattern Recognition (CVPR'23)

Yotam Nitzan, Michaël Gharbi, Richard Zhang, Taesung Park, Jun-Yan Zhu, Daniel Cohen-Or, Eli Shechtman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 20, 2023

SceneComposer: Any-Level Semantic Image Synthesis

Computer Vision and Pattern Recognition (CVPR)

Yu Zeng, Zhe Lin, Jianming Zhang, Qing Liu, John Collomosse, Jason Kuen, Vishal M. Patel
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 20, 2023

Automatic High Resolution Wire Segmentation and Removal

Computer Vision and Pattern Recognition (CVPR'23)

Mang Tik Chiu, Xuaner Zhang, Zijun Wei, Yuqian Zhou, Eli Shechtman, Connelly Barnes, Zhe Lin, Florian Kainz, Sohrab Amirghodsi, Humphrey Shi, Shechtman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 20, 2023

Realistic Saliency Guided Image Enhancement

Computer Vision and Pattern Recognition (CVPR'23)

S. Mahdi H. Miangoleh, Zoya Bylinskii, Eric Kee, Eli Shechtman, Yagiz Yaksoy
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 20, 2023

SimpSON: Simplifying Photo Cleanup With Single-Click Distracting Object Segmentation Network

Computer Vision and Pattern Recognition (CVPR'23)

Chuong Huynh, Yuqian Zhou, Zhe Lin, Connelly Barnes, Eli Shechtman, Sohrab Amirghodsi, Abhinav Shrivastava
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 18, 2023

RoSteALS: Robust Steganography using Autoencoder Latent Space

CVPR Workshop on Media Forensics (CVPRW)

Tu Bui, Shruti Agarwal, Ning Yu, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: June 18, 2023

MIME: Human-Aware 3D Scene Generation

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Hongwei Yi, Chun-Hao (Paul) Huang, Shashank Tripathi, Lea Hering, Justus Thies, Michael J. Black
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 18, 2023

Normal-guided Garment UV Prediction for Human Re-texturing

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Yasamin Jafarian, Tuanfeng Y. Wang, Duygu Ceylan, Jimei Yang, Nathan Carr, Yi Zhou, Hyun Soo Park
Highlight (10% of accepted papers, 2.5% of submissions)
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 18, 2023

Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Hugo Bertiche, Niloy J. Mitra, Kuldeep Kulkarni, Chun-Hao Paul Huang, Tuanfeng Y. Wang, Meysam Madadi, Sergio Escalera, Duygu Ceylan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 18, 2023

Fast Natural Language Based Data Exploration with Samples

International Conference on Management of Data (SIGMOD)

Shubham Agarwal, Gromit Yeuk-Yin Chan, Shaddy Garg, Tong Yu, Subrata Mitra
  • Adobe Research icon Data Intelligence

Publication date: June 18, 2023

GamutMLP: A Lightweight MLP for Color Loss Recovery

CVPR 2023

Hoang Le, Brian Price, Scott Cohen, Michael Brown
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 18, 2023

Towards Open-World Segmentation of Parts

CVPR 2023

Tai-Yu Pan, Qing Liu, Wei-Lun Chao, Brian Price
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 18, 2023

ObjectStitch: Generative Object Compositing

CVPR 2023

Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian Price, Jianming Zhang, Soo Ye Kim, Daniel Aliaga
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 7, 2023

SketchBuddy: Context-Aware Sketch Enrichment and Enhancement

ACM Conference on Multimedia Systems (MMSys)

Aishwarya Agarwal, Anuj Srivastava, Inderjeet Nair, Swasti Shreya Mishra, Vineeth Dorna, Sharmila Reddy Nangi, Balaji Vasan Srinivasan
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 6, 2023

Curricular Next Conversation Prediction Pretraining for Transcript Segmentation

Findings of EACL 2023

Anvesh Rao Vijjini, Hanieh Deilamsalehy, Franck Dernoncourt, Snigdha Chaturvedi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing
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